{"id":"W4390616188","doi":"10.1245/s10434-023-14811-7","title":"Perioperative Lymphopenia is Associated with Increased Risk of Recurrence and Worse Survival Following Hepatectomy for Hepatocellular Carcinoma","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Hepatocellular carcinoma; Interquartile range; Internal medicine; Gastroenterology; Surgical oncology; Hepatectomy; Incidence (geometry); Oncology; Surgery; Resection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752109,0.0003160383,0.0004961102,0.0004978357,0.0002932,0.0007456164,0.0002745819,0.0004399264,0.001234483],"category_scores_gemma":[0.002766088,0.0002500489,0.0005005124,0.0008710424,0.0002865668,0.00043786,0.0004299173,0.0009196295,0.0001891349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919608,"about_ca_system_score_gemma":0.0004260196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008586977,"about_ca_topic_score_gemma":0.001252901,"domain_scores_codex":[0.9996527,0.00009925923,0.0000612259,0.0000461007,0.00006319888,0.00007744721],"domain_scores_gemma":[0.9978429,0.0003308029,0.001253612,0.0001177872,0.0001728314,0.0002820694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004877728,0.00003584436,0.9957947,0.00002741502,0.0001207481,0.0001811272,0.00002812418,0.00005984144,0.0005598065,0.00001532972,0.00008853029,0.00260074],"study_design_scores_gemma":[0.000009845291,0.0001439164,0.9984843,0.00001183067,0.0001454373,0.0004148204,0.0001125943,0.0002752988,0.0001690359,0.00005565734,0.0001692925,0.000008003974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974491,0.001572263,0.000180348,0.000107507,0.00004506002,0.000004805439,0.0001091264,0.000008642543,0.000523232],"genre_scores_gemma":[0.9991862,0.0003493275,0.00009980412,0.00003666522,0.00006778765,0.000005612047,0.0001259565,0.000002754101,0.000125872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001234483,"threshold_uncertainty_score":0.004129708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04547025147033795,"score_gpt":0.3354905192875232,"score_spread":0.2900202678171852,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}